142 lines
6.4 KiB
Markdown
142 lines
6.4 KiB
Markdown
# ComfyUI_HiDiffusion_Pro
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A HiDiffusion node for ComfyUI
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HiDiffusion From: [link](https://github.com/megvii-research/HiDiffusion)
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----
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Update
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----
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07/27
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修复模型加载过慢的问题
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07/24
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--新增社区单体模型支持，单体controlnet模型支持
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-- 通过菜单model_category来选择使用不同模型；
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--VAE可以填写你喜欢的vae地址
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--Added support for community monolithic models and monolithic ControlNet models
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--Select different models through the menu “model_category”;
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--VAE can fill in your favorite VAE address
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--
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--增加adapter_style支持，SDXL需求的显存较大，虽然能跑CPU，但是不推荐，会爆显存，SD1.5测试没问题。
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--Adding adapter_style support, SDXL requires a large amount of graphics memory. Although it can run on CPU, it is not recommended as it may cause graphics memory "explosion". SD1.5 testing is not a problem.
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My ComfyUI node list：
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-----
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1、ParlerTTS node:[ComfyUI_ParlerTTS](https://github.com/smthemex/ComfyUI_ParlerTTS)
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2、Llama3_8B node:[ComfyUI_Llama3_8B](https://github.com/smthemex/ComfyUI_Llama3_8B)
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3、HiDiffusion node：[ComfyUI_HiDiffusion_Pro](https://github.com/smthemex/ComfyUI_HiDiffusion_Pro)
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4、ID_Animator node： [ComfyUI_ID_Animator](https://github.com/smthemex/ComfyUI_ID_Animator)
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5、StoryDiffusion node：[ComfyUI_StoryDiffusion](https://github.com/smthemex/ComfyUI_StoryDiffusion)
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6、Pops node：[ComfyUI_Pops](https://github.com/smthemex/ComfyUI_Pops)
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7、stable-audio-open-1.0 node ：[ComfyUI_StableAudio_Open](https://github.com/smthemex/ComfyUI_StableAudio_Open)
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8、GLM4 node：[ComfyUI_ChatGLM_API](https://github.com/smthemex/ComfyUI_ChatGLM_API)
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9、CustomNet node：[ComfyUI_CustomNet](https://github.com/smthemex/ComfyUI_CustomNet)
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10、Pipeline_Tool node :[ComfyUI_Pipeline_Tool](https://github.com/smthemex/ComfyUI_Pipeline_Tool)
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11、Pic2Story node :[ComfyUI_Pic2Story](https://github.com/smthemex/ComfyUI_Pic2Story)
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12、PBR_Maker node:[ComfyUI_PBR_Maker](https://github.com/smthemex/ComfyUI_PBR_Maker)
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13、ComfyUI_Streamv2v_Plus node:[ComfyUI_Streamv2v_Plus](https://github.com/smthemex/ComfyUI_Streamv2v_Plus)
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14、ComfyUI_MS_Diffusion node:[ComfyUI_MS_Diffusion](https://github.com/smthemex/ComfyUI_MS_Diffusion)
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15、ComfyUI_AnyDoor node: [ComfyUI_AnyDoor](https://github.com/smthemex/ComfyUI_AnyDoor)
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16、ComfyUI_Stable_Makeup node: [ComfyUI_Stable_Makeup](https://github.com/smthemex/ComfyUI_Stable_Makeup)
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17、ComfyUI_EchoMimic node: [ComfyUI_EchoMimic](https://github.com/smthemex/ComfyUI_EchoMimic)
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18、ComfyUI_FollowYourEmoji node: [ComfyUI_FollowYourEmoji](https://github.com/smthemex/ComfyUI_FollowYourEmoji)
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Notice（节点的特殊功能说明 Special Function Description of Nodes）
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-----
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-- 增加 manne加速Lora
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-- 加入controlnet-tile-sdxl的支持，内置图片预处理，默认512尺寸，新增apply_window_attn 条件控制。
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--修复节点连接逻辑，现在文生图模式，无需接入image，无controlnet也无需接入control_image
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--支持SDXL-lighting\Hyper\LCM\DMD2\的加速Unet，建议适当提高步数；
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--基于官方的更新，加入lora支持，需要填关键词；
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--加入skip，去掉意义不大的其他参数；
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-- add manne lighting lora
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--Added support for control net file sdxl, built-in image preprocessing, default size of 512, and added condition control for apply_window_attn.
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--Fix node connection logic, now in text-based graphics mode, there is no need to connect to image, no controllnet, and no need to connect to controll_image
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--Support acceleration Unet for SDXL lighting, Hyper, LCM, and DMD2. It is recommended to increase the number of steps appropriately;
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--Based on official updates, adding support for Lora requires filling in keywords;
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--Add skip and remove other parameters that are not significant;
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1.Installation
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-----
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1.1 In the .\ComfyUI \ custom_node directory, run the following:
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``` python
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git clone https://github.com/smthemex/ComfyUI_HiDiffusion_Pro.git
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```
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1.2 using it
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2.requirements
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----
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diffusers >=0.28.0 is best
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yaml
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3 About models
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----
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3.1 使用社区单体模型 Using the Community Monomer Model
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3.2 填写repo_id 和controlnet_repo_id
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可以是stabilityai/stable-diffusion-xl-base-1.0
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也可是“x:/xx/xx/stabilityai/stable-diffusion-xl-base-1.0”
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controlnet_repo_id 如果使用controlnet_repo_id，本地模型存放示例：
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```
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├── your path/
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| ├──xinsir/controlnet-openpose-sdxl-1.0
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| ├──xinsir/controlnet-scribble-sdxl-1.0
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| ├──xinsir/controlnet-tile-sdxl-1.0
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| ├──diffusers/controlnet-canny-sdxl-1.0
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| ├──diffusers/controlnet-depth-sdxl-1.0
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| ├──TheMistoAI/MistoLine
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```
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ip_adapter model 模型存放示例：
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如果不存放对应，运行时会自动下载。 If the corresponding file is not stored, it will be automatically downloaded at runtime.
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```
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├── ComfyUI/models/photomaker
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| ├──models/
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| ├── ip-adapter_sd15.bin
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| ├── image_encoder/
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| ├── config.json
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| ├── model.safetensors
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| ├──sdxl_models/
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| ├── ip-adapter_sdxl.bin
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| ├── image_encoder/
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| ├── config.json
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| ├── model.safetensors
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```
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4 other
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----
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部分支持的模型请查看model.yaml 文件
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For partially supported models, please refer to the model.yaml file
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5 example
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-----
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sd1.5 using ip_adapter_style 使用ip_adapter_style
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img2img use lora 图生图和lora
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img2img + controlnet 图生图加controlnet
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img2img use Hyper unet 图生图加加速unet
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6 Citation
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------
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``` python
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@article{zhang2023hidiffusion,
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title={HiDiffusion: Unlocking Higher-Resolution Creativity and Efficiency in Pretrained Diffusion Models},
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author={Zhang, Shen and Chen, Zhaowei and Zhao, Zhenyu and Chen, Yuhao and Tang, Yao and Liang, Jiajun},
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journal={arXiv preprint arXiv:2311.17528},
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year={2023}
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}
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